{"id":"W2592972368","doi":"10.1117/12.2254636","title":"Model-based correction of ultrasound image deformations due to probe pressure","year":2017,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Deformation (meteorology); Computer vision; Computer science; Field (mathematics); Free-form deformation; Image (mathematics); Artificial intelligence; Volume (thermodynamics); Inverse; Inverse problem; Distortion (music); Operator (biology); Geology; Mathematics; Physics; Geometry; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006049935,0.0008103576,0.0005687309,0.0007438577,0.0002268642,0.0008128142,0.0007253226,0.0008966932,0.00104072],"category_scores_gemma":[0.002690125,0.0005272557,0.0007106813,0.0004998418,0.000386462,0.0007736484,0.0007437649,0.0007515184,0.0005658789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025863,"about_ca_system_score_gemma":0.00082333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498225,"about_ca_topic_score_gemma":0.003634971,"domain_scores_codex":[0.9993232,0.00009929761,0.00003247491,0.0001346865,0.0003647791,0.0000454857],"domain_scores_gemma":[0.9991702,0.0002729325,0.0001510164,0.0001881725,0.0001883553,0.00002935457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002682133,0.0001113746,0.003097064,0.0002743238,0.0001329268,0.0003189777,0.0002504671,0.2772308,0.3265953,0.002490673,0.001992674,0.3872372],"study_design_scores_gemma":[0.00001255523,0.0001051671,0.002876464,0.00001436892,0.00004547775,0.000684624,0.00002672456,0.9112599,0.08103267,0.0007656829,0.003124831,0.00005143793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03431046,0.0003119376,0.9630846,0.0001041721,0.00006579175,0.00003343436,0.00004782851,0.001379302,0.0006623776],"genre_scores_gemma":[0.4976681,0.0006943346,0.4970877,0.0001374742,0.00005667218,0.00006896882,0.0002782513,0.0006303921,0.003378059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002498225,"threshold_uncertainty_score":0.004967332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00993680243769087,"score_gpt":0.2419468362880145,"score_spread":0.2320100338503236,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}